CN102128881B - Method for monitoring Lamb wave engineering structural damage by utilizing signal decomposition - Google Patents

Method for monitoring Lamb wave engineering structural damage by utilizing signal decomposition Download PDF

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CN102128881B
CN102128881B CN2010106000929A CN201010600092A CN102128881B CN 102128881 B CN102128881 B CN 102128881B CN 2010106000929 A CN2010106000929 A CN 2010106000929A CN 201010600092 A CN201010600092 A CN 201010600092A CN 102128881 B CN102128881 B CN 102128881B
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damage
lamb
lamb wave
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CN102128881A (en
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王强
袁慎芳
陈小惠
江兵
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Jiangsu Nanyou Smart City Research Institute Co ltd
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Nanjing Post and Telecommunication University
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Abstract

The invention discloses a method for monitoring Lamb wave engineering structural damage by utilizing signal decomposition, which comprises the following steps: collecting the Lamb wave healthy reference signals fhji of an engineering structure in a healthy state, wherein i and j can be 1, 2, 3,...; when the structure is damaged, collecting all the Lamb wave response signals f'ji of the damaged structure under the condition of an inspiring/sensing channel; utilizing the correlation operation to extract all the Lamb wave damage scattered signals of the damaged structure under the condition of the inspiring/sensing channel; obtaining the damage position and scope according to the characteristic parameters acquired in the steps above, thereby analyzing and judging the health condition of the monitored structure. According to the method, based on the condition of the traditional structural damage monitoring device, the Lamb wave damage scattered signals in a damage monitoring system are extracted by using the related treatment, thereby increasing the accuracy and stability of the monitoring system.

Description

Utilize the Lamb ripple engineering structure damage monitoring method of signal decomposition
Technical field
The present invention relates to the initiatively method of Lamb ripple damage monitoring of a kind of plate class engineering structure, relate in particular to Lamb wave structure damage scattered signal extraction in a kind of active health monitoring, thereby correctly realize the method for engineering structure damage monitoring.
Background technology
Along with to the improving constantly of safety of structure, reliability requirement, the on-line monitoring of structural damage causes people's great attention day by day with diagnosis, for disaster or the loss that prevents that structural damage from bringing, must effectively monitor plate structure.
The on-line monitoring requirement coherent signal generation and the collecting device of structural damage are simple relatively, and monitoring must have very high accuracy and real-time.The damage monitoring of plate structure generally adopts the initiatively method of Lamb ripple; Promptly at the driver and the sensor (like piezoelectric element) of body structure surface or inner integrated some; In addition; Whole monitoring system also comprises signal generation apparatus, power amplifier, signal amplifier and data acquisition equipment etc., when monitoring, at first in structure, encourages certain waveform, receives the scattering wave of response of structure and damage generation through sensor; Collect in the computing machine; Through the difference of response signal before and after the comparison structure damage, obtain the structural damage scattered signal, confirm the position and the scope of damage again according to information such as the due in that damages scattering wave, phase places by computer program.According to the Lamb theory of wave propagation, there are frequency dispersion and mode conversion in the communication process of Lamb ripple in plate structure, the velocity of propagation of the Lamb ripple signal of different frequency is also different.The Lamb scattering of wave signal energy that structural damage causes is generally all very little, and the Lamb ripple transmitting signal energy that in structure, encourages with driver often differs more than the one magnitude.And because the propagation of Lamb ripple in plate structure is non-directional; Therefore the method that mostly adopts at present structural damage front and back response signal directly to subtract each other is obtained Lamb ripple damage scattered signal; At this moment; The correct extraction of damage scattered signal will be directly disturbed in the influence that piezoelectric element, signal power amplifier and data acquisition equipment are changed by environment and self parameter, be easy to just produce deviation.This problem correct ground is analyzed the sonic propagation process and is extracted the characteristic parameter that damages scattered signal and brought difficulty; Especially in compound substance plate structure damage monitoring; Because Lamb ripple signal is propagated complicated, structure is very fast to signal absorption, makes this problem become complicated more.For example: Flight Vehicle Structure has adopted a large amount of compound substances at present, and structure is all very complicated, the online damage monitoring of exploratory flight device structure, at first correct extraction damage scattered signal.Therefore, must analyze the signal propagation law of Lamb ripple, correct extraction Lamb ripple damage scattered signal extracts and damages relevant characteristic parameter guaranteeing, guarantees authenticity, validity and the stability of monitoring result.
Based on above consideration, the inventor studies improvement to existing structural damage scattered signal method for distilling, and this case produces thus.
Summary of the invention
Technical matters to be solved by this invention is to defective and deficiency in the above-mentioned background technology; A kind of Lamb ripple engineering structure damage monitoring method of utilizing signal decomposition is provided; It uses sensing/excitation array technique; On existing structure damage monitoring appointed condition basis, adopt the extraction of Lamb ripple damage scattered signal in the relevant treatment realization damage monitoring system, improve the accuracy and the stability of monitoring system.
The present invention is for solving the problems of the technologies described above, and the technical scheme of employing is:
A kind of Lamb ripple engineering structure damage monitoring method of utilizing signal decomposition comprises the steps:
(1) arranges that on engineering structure to be monitored one group of piezoelectric element forms sensing/excitation array, wherein, be made as as the piezoelectric element of exciting element P j , be made as as the piezoelectric element of sensing element P i , wherein I, j=1,2,3,
(2) gather the healthy reference signal of engineering structure Lamb ripple under all excitation/sensing passages under structural health conditions Fh Ji , wherein I, j=1,2,3,
(3) when damage takes place structure, gather the Lamb wave response signal behind the structural damage under all excitation/sensing passages F ' Ji , wherein I, j=1,2,3,
(4) extract the damage of the Lamb ripple behind structural damage scattered signal under all excitation/sensing passages, particular content is:
(41) with the healthy reference signal of the Lamb ripple that obtains in the step (2) Fh Ji With Lamb wave response signal behind the structural damage that obtains in the step (3) F ' Ji Make computing cross-correlation, obtain the peak value moment of operation result t Ji With the peak value size U Ji , and with the peak value size U Ji Divided by Fh Ji The auto-correlation peak value, obtain the amplitude size of the healthy reference signal of Lamb ripple u Ji
(42) with the healthy reference signal of Lamb ripple Fh Ji Corresponding amplitude with it u Ji Multiply each other, obtain the health signal part in the Lamb wave response signal behind the structural damage Fh ' Ji
(43) with Lamb wave response signal behind the structural damage F ' Ji Time series be benchmark, and with the moment under this sequence reference time t Ji Be signal Fh ' Ji The zero hour, according to corresponding moment point, with Lamb wave response signal behind the structural damage F ' Ji With signal Fh ' Ji Correspondence is subtracted each other, and obtains Lamb wave structure damage scattered signal Fd Ji
(5), draw the position and the scope of damage, thereby analyze, judge the health condition of monitored structure according to the resulting characteristic parameter of abovementioned steps.
The detailed step of above-mentioned steps (2) is:
(21) under structural health conditions, be loaded into Lamb ripple ultrasonic signal as exciting element through function generator and power amplifier P j On, in structure, excite pumping signal;
(22) choose each piezoelectric element successively P i As sensing element, wherein i=1,2,3 ..., will through charge amplifier P j Lamb wave structure response signal sensing under the excitation, amplification are also gathered in the entering control computer, obtain the Lamb wave response signal under structural health conditions under all excitation/sensing passages f Ji , wherein I, j=1,2,3,
(23) to aforementioned each Lamb wave response signal f Ji , wherein I, j=1,2,3 ..., carry out normalization respectively according to its peak value size and handle, obtain the healthy reference signal of Lamb ripple Fh Ji , wherein I, j=1,2,3 ...
In the above-mentioned steps (21), described pumping signal is a narrow band signal.
The detailed step of above-mentioned steps (3) is:
(31) when damage takes place structure, be loaded into Lamb ripple ultrasonic signal as exciting element through function generator and power amplifier P j On, in structure, excite the arrowband pumping signal;
(32) choose each piezoelectric element successively P i As sensing element, wherein i=1,2,3 ..., will through charge amplifier P j Lamb wave structure response signal sensing under the excitation, amplification are also gathered in the entering control computer, obtain the Lamb wave response signal when structural damage under all excitation/sensing passages F ' Ji , wherein I, j=1,2,3 ...
After adopting such scheme, the ultimate principle that the present invention used is: after having confirmed frequently thick amassing, the propagation characteristic of Lamb ripple transmitting signal is definite basically, and parameters such as its speed are also just confirmed.The damage that occurs in the structure for the Lamb ripple is propagated, is a scatterer, can carry out scattering to Lamb ripple transmitting signal.Difference before and after the structural damage has been exactly more damages this scatterer, therefore, for Lamb wave structure response signal, has promptly comprised the response signal under the structural health conditions in the response signal behind the structural damage, has comprised the scattered signal that damage causes again.The source of this two parts of signals with take place constantly differently, and the former energy is than big many of the latter.When environment or device parameter change; For example temperature variation will inevitably cause the variation of response signal amplitude, but can't change the propagation law of Lamb ripple signal; The relative moment and the crest that are each ripple bag in the response signal can not change, and variation has taken place the amplitude that is whole signal.Adopt the Lamb wave response signal under the structural health conditions this moment is reference signal; Carry out related operation with the structural response signal after the damage; According to the rule of related operation, the result of related operation representes the degree of correlation of two groups of signals, reference signal with the damage after the structural response signal in healthy response signal part actual be to make auto-correlation computation; Relevant fully; Its correlation is maximum, thus the moment that maximum related value occurs must be going out now of healthy response signal part, the peaked ratio of auto-correlation of maximum related value and reference signal is the amplitude of healthy response signal simultaneously.And then healthy response signal part in the structural response signal after obtaining damaging, according to correspondence constantly, promptly obtained the Lamb scattering of wave signal that damage causes after this part signal deducted.The present invention can eliminate environment effectively and variation in plant parameters is extracted the interference that brings to Lamb ripple damage scattered signal, helps promoting the promotion and application of structural health monitoring technology.
Description of drawings
Fig. 1 is the schematic layout pattern of sensing among the present invention/excitation array;
Fig. 2 is the waveform time-domain diagram of arrowband pumping signal among the present invention;
Fig. 3 a is the Lamb wave response signal waveforms under structural health conditions under the narrow band signal shown in Figure 2 excitation under a certain passage among the present invention;
Fig. 3 b carries out the oscillogram after the normalization to signal shown in Fig. 3 a;
Fig. 4 be among the present invention under a certain passage under narrow band signal shown in Figure 2 excitation the Lamb wave response signal waveforms during structural damage;
Fig. 5 be the Lamb wave structure response signal behind the structural damage shown in pumping signal, Fig. 3 a and Fig. 3 a with structural damage shown in Figure 4 before and after the direct corresponding contrast synoptic diagram that subtracts each other between the difference signal three who obtains of Lamb wave response signal;
Fig. 6 a is the waveform synoptic diagram that among the present invention signal shown in Fig. 4 and Fig. 3 b is carried out computing cross-correlation;
Fig. 6 b is the structural health conditions response signal amplitude and the generation moment that from related operation structure shown in Fig. 6 a, obtains;
Fig. 6 c is after the response signal under the structural health conditions that comprises in the structural response signal of damage back is separated and the contrast situation of original signal;
Fig. 7 is the synoptic diagram that adopts the Lamb ripple damage scattered signal that the present invention obtains.
Embodiment
Below will combine accompanying drawing that implementation procedure of the present invention is elaborated.
The present invention provides a kind of Lamb ripple engineering structure damage monitoring method of utilizing signal decomposition, comprises the steps:
(1) arranges that on engineering structure to be monitored one group of piezoelectric element forms sensing/excitation array, wherein, be made as as the piezoelectric element of exciting element P j , be made as as the piezoelectric element of sensing element P i , and I, j=1,2,3,
In the present embodiment, cooperate shown in Figure 1ly, get i=1,2, j=1, these 3 piezoelectric elements all are fixed on the test specimen, and described test specimen is an epoxy glass fiber reinforced composite plate, is of a size of 800mm * 200mm * 2mm; 3 piezoelectric elements are arranged in a linear, and are true origin with the central point of test specimen, and the coordinate of 3 piezoelectric element A, B, C is respectively (50mm; 0mm), (0mm, 0mm), (50mm, 0mm); In the present embodiment, adopt piezoelectric element A as exciting element, two other piezoelectric element B, C are as sensing element; Type of impairment is selected typical through hole damage, among the embodiment at coordinate be (0mm, 35mm) hole of an about 4mm of diameter is got in the position with electric drill; The response signal under the two states of damage front and back is gathered and is analyzed in the damage of formation through hole respectively;
(2) gather the following Lamb ripple health reference signal of structural health conditions ( Fh Ji ), its detailed content is:
(21) under structural health conditions, be loaded into Lamb ripple ultrasonic signal as exciting element through function generator and power amplifier P j On (also being piezoelectric element A), in structure, excite the arrowband pumping signal, in the present embodiment, described arrowband pumping signal is a sinusoidal modulation signal, and centre frequency is 30KHZ, and is as shown in Figure 2;
(22) choose each piezoelectric element successively P i ( i=1,2) as sensing element, will through charge amplifier P j Excitation Lamb wave structure response signal sensing, amplification down also gathered in the entering control computer, obtain the Lamb wave response signal under structural health conditions under all excitation/sensing passages ( f Ji ) ( I, j=1,2,3 ...), promptly show like Fig. 3 a j=1, iLamb wave response signal under the structural health conditions that collected in=2 o'clock ( f 12);
(23) to aforementioned each Lamb wave response signal ( f Ji ) ( I, j=1,2,3 ...), carry out normalization respectively according to its peak value size and handle, obtain signal ( Fh Ji ) ( I, j=1,2,3 ...), be the healthy reference signal of Lamb ripple, j=1, iThe healthy reference signal of=2 o'clock Lamb ripple can be shown in Fig. 3 b;
(3) when damage takes place in structure, repeating step (21)~(22), obtain the Lamb wave response signal behind the structural damage under all excitation/sensing passages ( F ' Ji ) ( I, j=1,2,3 ...), its detailed content is:
(31) when damage takes place structure, be loaded into Lamb ripple ultrasonic signal as exciting element through function generator and power amplifier P j On, in structure, excite the arrowband pumping signal;
(32) choose each piezoelectric element successively P i ( i=1,2,3 ...) as sensing element, will through charge amplifier P j Excitation Lamb wave structure response signal sensing, amplification down also gathered in the entering control computer, obtain the Lamb wave response signal when structural damage under all excitation/sensing passages ( F ' Ji ) ( I, j=1,2,3 ...), j=1, i=2 o'clock signal ( F ' 12) as shown in Figure 4;
Fig. 4 and Fig. 3 a are compared and can know, because longer with the following signal interval time of gathering of structural health conditions, change (like temperature) has taken place in environmental parameter; Thereby influenced the parameter of sensing element and amplifier, on the amplitude of signal, had deviation, specifically; The system noise signal that collect early stage is suitable, and significant change does not take place, and this parameter that shows acquisition system does not change; And all there be reducing to a certain degree in the amplitude of response signal; According to the position relation of damage with excitation/sensor array, the damage scattered signal can not have influence on main crest amplitude, so response signal can't directly be subtracted each other before and after the structural damage that obtains under this situation.
On the other hand, as shown in Figure 5, be with the Lamb wave response signal before and after the Lamb wave structure response signal behind the structural damage shown in pumping signal, Fig. 3 a and Fig. 3 a and the structural damage shown in Figure 4 ( f 12 ) with ( F ' 12 ) subtract each other the situation that the difference signal that obtains compares; As can be seen from the figure; The waveform of difference signal is basic identical with damage back structural response signal; Therefore the difference signal of this moment in fact mainly is because the deviation that piezoelectric patches and amplification system parameter change and cause can not reflect correctly that the signal that damage causes changes.
(4) extract the damage of the Lamb ripple behind structural damage scattered signal under all excitation/sensing passages, still with P 1Be excitation, P 2The signal of gathering during for sensing is an example, and particular content is:
(41) with the healthy reference signal of the Lamb ripple that obtains in the step (2) ( Fh 12 ) with step (3) in Lamb wave response signal behind the structural damage that obtains ( F ' 12 ) make computing cross-correlation, obtain the peak value moment of operation result t 12 With the peak value size U 12 , shown in Fig. 6 a, and with the peak value size U 12 Divided by ( Fh 12 ) the auto-correlation peak value, obtain the amplitude size of the healthy reference signal of Lamb ripple u 12 , can be with reference to shown in the figure 6b;
Repeat said process and obtain all j, iValue t Ji With u Ji
(42) with the healthy reference signal of Lamb ripple ( Fh 12 ) corresponding amplitude with it u 12 Multiply each other, obtain the part of the health signal in the Lamb wave response signal behind the structural damage ( Fh ' 12 ), cooperate shown in Fig. 6 c, should ( Fh ' 12 ) and original signal ( F ' 12 ) compare and can find out, the main crest of structural response signal is suitable basically before and after the damage, has eliminated environmental parameter and has changed the influence that brings;
(43) with Lamb wave response signal behind the structural damage ( F ' 12 ) time series be benchmark, and with the moment under this sequence reference time t Ji For signal ( Fh ' 12 ) the zero hour, according to corresponding moment point, with Lamb wave response signal behind the structural damage ( F ' 12 ) and signal ( Fh ' 12 ) correspondence subtracts each other, obtain Lamb wave structure damage scattered signal ( Fd 12 ), to see shown in Figure 7ly, damage scattered signal ripple bag reveal this moment;
Repeat said process, obtain all j, iThe damage scattered signal of value ( Fd Ji ).
(5) according to the resulting characteristic parameters such as scattered signal ripple bag due in, phase place that respectively damage of abovementioned steps; Draw position and the scope (can adopt methods such as oval localization method, time reversal imaging method) of damage, thereby analyze, judge the health condition of monitored structure.
Need to prove; Number as the piezoelectric element of excitation/sensor array; Can confirm that 3 piezoelectric elements just can be formed a monitoring means in theory according to actual condition of structure to be monitored, according to circumstances can form sensing network when structure is big through arranging a plurality of piezoelectric elements; Adopt the mode of scanning to carry out, the monitoring concrete steps of each unit are identical in the network.
In sum, method provided by the present invention has the following advantages:
(1) improved accuracy, helped the practicability of this technology based on the structure damage monitoring method of active Lamb wave technology;
(2) method of the present invention makes environmental parameter be able to eliminate to the influence of monitoring system and excitation/sensor array, and system need not preheating and can measure in the observation process, has improved real-time;
(3) method of the present invention need not change or increase equipment and parameter in implementation procedure, utilizes the existing hardware system just can realize;
(4) implementation method of the present invention is simple, need not to know the priori of monitoring target and sensor array, just handles to the response signal before and after the structural damage.
Above embodiment is merely explanation technological thought of the present invention, can not limit protection scope of the present invention with this, every technological thought that proposes according to the present invention, and any change of on the technical scheme basis, being done all falls within the protection domain of the present invention.

Claims (4)

1. a Lamb ripple engineering structure damage monitoring method of utilizing signal decomposition is characterized in that comprising the steps:
(1) arranges that on engineering structure to be monitored one group of piezoelectric element forms sensing/excitation array, wherein, be made as P as the piezoelectric element of exciting element j, be made as P as the piezoelectric element of sensing element i, i wherein, j=1,2,3,
(2) gather the healthy reference signal fh of engineering structure Lamb ripple under all excitation/sensing passages under structural health conditions Ji, i wherein, j=1,2,3,
(3) when damage takes place structure, gather the Lamb wave response signal f ' behind the structural damage under all excitation/sensing passages Ji, i wherein, j=1,2,3,
(4) extract the damage of the Lamb ripple behind structural damage scattered signal under all excitation/sensing passages, particular content is:
(41) with the healthy reference signal fh of the Lamb ripple that obtains in the step (2) JiWith Lamb wave response signal f ' behind the structural damage that obtains in the step (3) JiMake computing cross-correlation, obtain the peak value moment t of operation result JiWith peak value size U Ji, and with peak value size U JiDivided by fh JiThe auto-correlation peak value, obtain the amplitude size u of the healthy reference signal of Lamb ripple Ji
(42) with the healthy reference signal fh of Lamb ripple JiCorresponding amplitude u with it JiMultiply each other, obtain the health signal part fh ' in the Lamb wave response signal behind the structural damage Ji
(43) with Lamb wave response signal f ' behind the structural damage JiTime series be benchmark, and with the moment t under this sequence reference time JiBe signal fh ' JiThe zero hour, according to corresponding moment point, with Lamb wave response signal f ' behind the structural damage JiWith signal fh ' JiCorrespondence is subtracted each other, and obtains Lamb wave structure damage scattered signal fd Ji
(5) according to the resultant Lamb wave structure damage of abovementioned steps scattered signal fd JiCharacteristic parameter, draw the position and the scope of damage, thereby analyze, judge the health condition of monitored structure.
2. the Lamb ripple engineering structure damage monitoring method of utilizing signal decomposition as claimed in claim 1, it is characterized in that: the detailed step of said step (2) is:
(21) under structural health conditions, Lamb ripple ultrasonic signal is loaded into the P as exciting element through function generator and power amplifier jOn, in structure, excite pumping signal;
(22) choose each piezoelectric element P successively iAs sensing element, i=1 wherein, 2,3 ..., through charge amplifier with P jLamb wave structure response signal sensing under the excitation, amplification are also gathered in the entering control computer, obtain the Lamb wave response signal f under structural health conditions under all excitation/sensing passages Ji, i wherein, j=1,2,3,
(23) to aforementioned each Lamb wave response signal f Ji, i wherein, j=1,2,3 ..., carry out normalization respectively according to its peak value size and handle, obtain the healthy reference signal fh of Lamb ripple Ji, i wherein, j=1,2,3 ...
3. the Lamb ripple engineering structure damage monitoring method of utilizing signal decomposition as claimed in claim 2, it is characterized in that: in the said step (21), described pumping signal is a narrow band signal.
4. the Lamb ripple engineering structure damage monitoring method of utilizing signal decomposition as claimed in claim 1, it is characterized in that: the detailed step of said step (3) is:
(31) when damage takes place structure, Lamb ripple ultrasonic signal is loaded into the P as exciting element through function generator and power amplifier jOn, in structure, excite the arrowband pumping signal;
(32) choose each piezoelectric element P successively iAs sensing element, i=1 wherein, 2,3 ..., through charge amplifier with P jLamb wave structure response signal sensing under the excitation, amplification are also gathered in the entering control computer, obtain the Lamb wave response signal f ' when structural damage under all excitation/sensing passages Ji, i wherein, j=1,2,3 ...
CN2010106000929A 2010-12-22 2010-12-22 Method for monitoring Lamb wave engineering structural damage by utilizing signal decomposition Expired - Fee Related CN102128881B (en)

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Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP1685457A2 (en) * 2003-09-22 2006-08-02 Kim Hyeung-Yun Methods for monitoring structural health conditions
CN100580445C (en) * 2007-10-12 2010-01-13 南京航空航天大学 Engineering structure damage active monitoring Lamb wave time-reversal focusing method
CN101839893B (en) * 2010-05-10 2012-06-27 中国人民解放军理工大学 Lamb wave virtual time reversal method with high spatial resolution

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